The AI & Analytics Engine by PI.EXCHANGE is a platform that allows users to easily access and customize pre-built machine learning solution templates. It offers a build-it-yourself flow for creating and deploying AI and analytics solutions. The platform also provides guidance, documentation, and resources to expedite the development and deployment process.